COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO 20k 2014 (train val)
67.2CorLoc
19
COCO-20ⁱ (S0, S1, S2, S3, Mean)
68.9mIoU (Mean)
19
COCO-standard 1% (train)
0.258AP50:95
19
COCO-C (val)
76.3AP*
19
MS-COCO (48/17)
53.5Recall@100 (IoU=0.5)
19
COCO
65.2mIoU Class (Mean)
19
COCO (minival)
44.4AP^mask
19
COCO (test)
120.4Clean Metric Value
18
COCO full (val)
135.66CIDEr
18
MS COCO 20% subset (test)
48.6mAP@0.50
18
COCO
0.13CHAIRs Score
18
COCO 80
77.4Top-1 Accuracy
18
COCO
32.13CLIP Score
18
COCO prompts
1.923Vendi
18
COCO
29.4CIDEr
18
MS-COCO
10.96FID
18
COCO 30K (test)
23.1PS
18
COCO Generalized Object Detection
28.7AP
18
COCO (subset)
100Decoding Accuracy
18
COCO Novel #20 2014/2017 (test)
21.2AP
18
COCO Base #60 2014 2017 (test)
34.8AP
18
COCO Overall #80 2014/2017 (test)
31.4AP
18
COCO (test)
43Attribution F1
18
COCO closed-vocabulary
58.8PQ
18
COCO (in-domain)
58.3PQ
18